## Web Scraping for Seiyuu Data ![image.png](attachment:14f4760c-d81a-4c6c-b8df-d5f252658a0e.png) We will start looking at factors that go into rolls starting with the seiyuus (voice actors/actresses) behind the characters. We used [MyAnimeList](myanimelist.net)'s [Top 150 entries](https://myanimelist.net/people.php) for web scraping and for the seiyuus who did not make the top 150, we manually keyed in the data. There were some hard ones to find entires for such as [Arataki Itto's seiyuu](https://myanimelist.net/people/714/TMRevolution?q=takanori%20nishikawa&cat=person) who only has a music entry of his own on MAL which we substituted in for his ratings. We'll implement this using Beautiful Soup since it was the easiest way to handle it.